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Search All 2022 Events
61 Results
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Poster
Wed 14:00
Toward Understanding Privileged Features Distillation in Learning-to-Rank
Shuo Yang · Sujay Sanghavi · Holakou Rahmanian · Jan Bakus · Vishwanathan S. V. N.
Workshop
Domain-Adjusted Regression or: ERM May Already Learn Features Sufficient for Out-of-Distribution Generalization
Elan Rosenfeld · Pradeep Ravikumar · Andrej Risteski
Workshop
Do Neural Networks Trained with Topological Features Learn Different Internal Representations?
Competition
Wed 6:50
MonsieurSolver - Feature extraction from spectra using a multi-instance learning approach
Workshop
SMILE: Sample-to-feature MIxup for Efficient Transfer LEarning
Xingjian Li · Haoyi Xiong · Cheng-Zhong Xu · Dejing Dou
Workshop
Contrastive Unsupervised Learning of World Model with Invariant Causal Features
Rudra PK Poudel · Harit Pandya · Roberto Cipolla
Workshop
Learning from physics-based features improves protein property prediction
Amy Wang · Ava Soleimany · Alex X Lu · Kevin Yang
Affinity Workshop
The Effects of Acoustic Features of Speech on the Performance of an Automatic Speaker Recognition
Tumisho Mokgonyane
Poster
Tue 9:00
Dataset Distillation using Neural Feature Regression
Yongchao Zhou · Ehsan Nezhadarya · Jimmy Ba
Workshop
Self-supervised Representation Learning Across Sequential and Tabular Features Using Transformers
Rajat Agarwal · Anand Muralidhar · Agniva Som · Hemant Kowshik
Poster
Tue 9:00
Decoupling Features in Hierarchical Propagation for Video Object Segmentation
Zongxin Yang · Yi Yang
Poster
Tue 9:00
Continual learning: a feature extraction formalization, an efficient algorithm, and fundamental obstructions
Binghui Peng · Andrej Risteski
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